Secure Tug-of-War (SecTOW): Iterative Defense-Attack Training with Reinforcement Learning for Multimodal Model Security
Authors: Muzhi Dai, Shixuan Liu, Zhiyuan Zhao, Junyu Gao, Hao Sun, Xuelong Li | Published: 2025-07-29
Can We End the Cat-and-Mouse Game? Simulating Self-Evolving Phishing Attacks with LLMs and Genetic Algorithms
Authors: Seiji Sato, Tetsushi Ohki, Masakatsu Nishigaki | Published: 2025-07-29
Cascading and Proxy Membership Inference Attacks
Authors: Yuntao Du, Jiacheng Li, Yuetian Chen, Kaiyuan Zhang, Zhizhen Yuan, Hanshen Xiao, Bruno Ribeiro, Ninghui Li | Published: 2025-07-29
Repairing vulnerabilities without invisible hands. A differentiated replication study on LLMs
Authors: Maria Camporese, Fabio Massacci | Published: 2025-07-28
Characterizing the Sensitivity to Individual Bit Flips in Client-Side Operations of the CKKS Scheme
Authors: Matias Mazzanti, Augusto Vega, Esteban Mocskos | Published: 2025-07-28
Scout: Leveraging Large Language Models for Rapid Digital Evidence Discovery
Authors: Shariq Murtuza | Published: 2025-07-24
On Reconstructing Training Data From Bayesian Posteriors and Trained Models
Authors: George Wynne | Published: 2025-07-24
Regression-aware Continual Learning for Android Malware Detection
Authors: Daniele Ghiani, Daniele Angioni, Giorgio Piras, Angelo Sotgiu, Luca Minnei, Srishti Gupta, Maura Pintor, Fabio Roli, Battista Biggio | Published: 2025-07-24
Information Security Based on LLM Approaches: A Review
Authors: Chang Gong, Zhongwen Li, Xiaoqi Li | Published: 2025-07-24
Understanding the Supply Chain and Risks of Large Language Model Applications
Authors: Yujie Ma, Lili Quan, Xiaofei Xie, Qiang Hu, Jiongchi Yu, Yao Zhang, Sen Chen | Published: 2025-07-24